f9172a1fea
- MessageFeedback model + migration 020 (per-message thumbs up/down, with user comment, status workflow, and source snapshot) - Feedback API endpoints: submit/upsert, batch conversation load, admin list/stats/export (CSV + JSONL for model training) - Access control: super_admin + content_manager - Frontend: thumbs up/down on assistant messages after streaming, optional comment on negative, RAG helpfulness footer with email - Admin FeedbackTab: stats cards, 30-day trend chart, knowledge gap list, filterable table, context dialog, mark reviewed/resolved - Analytics overview extended with feedback summary fields - SSE done event now captured to link frontend messages to DB IDs Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
39 lines
1.9 KiB
Python
39 lines
1.9 KiB
Python
"""
|
|
MessageFeedback model — user ratings on assistant responses
|
|
"""
|
|
from sqlalchemy import Column, String, Text, DateTime, ForeignKey, UniqueConstraint, Index
|
|
from sqlalchemy.dialects.postgresql import UUID
|
|
from sqlalchemy.orm import relationship
|
|
from app.database import Base
|
|
import uuid
|
|
from datetime import datetime
|
|
|
|
|
|
class MessageFeedback(Base):
|
|
__tablename__ = "message_feedback"
|
|
|
|
id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4)
|
|
message_id = Column(UUID(as_uuid=True), ForeignKey("messages.id", ondelete="CASCADE"), nullable=False)
|
|
conversation_id = Column(UUID(as_uuid=True), ForeignKey("conversations.id", ondelete="CASCADE"), nullable=False)
|
|
user_id = Column(UUID(as_uuid=True), ForeignKey("users.id", ondelete="CASCADE"), nullable=False)
|
|
rating = Column(String(20), nullable=False) # 'positive' or 'negative'
|
|
user_comment = Column(Text, nullable=True)
|
|
retrieved_sources = Column(Text, nullable=True) # JSON-serialized Source[] snapshot
|
|
status = Column(String(20), nullable=False, default="pending") # pending/reviewed/resolved
|
|
reviewed_by = Column(UUID(as_uuid=True), ForeignKey("users.id"), nullable=True)
|
|
reviewed_at = Column(DateTime, nullable=True)
|
|
created_at = Column(DateTime, default=datetime.utcnow, nullable=False)
|
|
|
|
# Relationships
|
|
user = relationship("User", foreign_keys=[user_id])
|
|
reviewer = relationship("User", foreign_keys=[reviewed_by])
|
|
|
|
__table_args__ = (
|
|
UniqueConstraint("message_id", "user_id", name="uq_feedback_message_user"),
|
|
Index("ix_message_feedback_message_id", "message_id"),
|
|
Index("ix_message_feedback_conversation_id", "conversation_id"),
|
|
Index("ix_message_feedback_user_id", "user_id"),
|
|
Index("ix_message_feedback_status", "status"),
|
|
Index("ix_message_feedback_rating", "rating"),
|
|
Index("ix_message_feedback_created_at", "created_at"),
|
|
)
|